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AssigneeBox, Inc.
InventorsDavid Vengerov, Sesh Jalagam, Victor De Vansa Vikramaratne
Estimating the term…
Methods, systems and computer program products for recommendation systems. Embodiments commence by gathering a set of pathnames that refer to content objects of a collaboration system. A tokenizer converts at least some of the pathnames into vectors. The vectors comprise hierarchical path components such as folder names or file names, which vectors are labeled with an indication as to whether or not the folder or file referred to in a particular vector had been clicked on by one or more users. Some portion of the labeled vectors are used to train a predictive model. Another portion of the vectors are used to validate the predictive model. When the model exhibits sufficient precision and recall, the predictive model is then used to predict the probability that a particular user would have an interest in a particular folder or file. The folder name or file name is presented as a collaboration recommendation.
A method for determining collaboration recommendations from file path information, the method comprising:
A non-transitory computer readable medium having stored thereon a sequence of instructions which, when stored in memory and executed by one or more processors causes the one or more processors to perform a set of acts for determining collaboration recommendations from file path information, the set of acts comprising:
A system for determining collaboration recommendations from file path information, the system comprising:
Dependencies are inferred from the claim text.